3 accepted papers
Wildfires, especially extreme wildfires, cause irreversible damage to ecosystems, human lives and economies globally. To reduce such losses, understanding wildfires is crucial for effective preparedness. This research proposal introduces iFire AI, a collaborative project aimed at developing world's
Recently, heatmap-oriented approaches have demonstrated their state-of-the-art performance in pedestrian trajectory prediction by exploiting scene information from input images before running the encoder. To align the image and trajectory information, existing methods centre the scene images to agen
An important task in trajectory prediction is to model the uncertainty of agents' motions, which requires the system to propose multiple plausible future trajectories for agents based on their past movements. Recently, many approaches have been developed following an endpointconditioned deep learnin…